1. Logistic Regression A statistical model that uses a logistic function to model a binary dependent variable. Despite its name, it’s used for classification rather than regression. Use Cases: Credit card fraud detection Email spam classification Disease diagnosis Customer churn prediction Marketing campaign response prediction Strengths: Simple and interpretable Computationally efficient Provides probability scores Works…
